Overview

Dataset statistics

Number of variables18
Number of observations56504
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.0 MiB
Average record size in memory112.0 B

Variable types

NUM13
BOOL5

Warnings

Annual Income is highly skewed (γ1 = 55.2850603) Skewed
Maximum Open Credit is highly skewed (γ1 = 125.8893154) Skewed
df_index has unique values Unique
Years in current job has 3659 (6.5%) zeros Zeros
Number of Credit Problems has 48805 (86.4%) zeros Zeros
Bankruptcies has 50309 (89.0%) zeros Zeros
Tax Liens has 55424 (98.1%) zeros Zeros

Reproduction

Analysis started2020-09-13 12:48:10.088579
Analysis finished2020-09-13 12:48:47.189701
Duration37.1 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

df_index
Real number (ℝ≥0)

UNIQUE

Distinct56504
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35309.86162
Minimum1
Maximum70629
Zeros0
Zeros (%)0.0%
Memory size441.4 KiB

Quantile statistics

Minimum1
5-th percentile3536.15
Q117647.75
median35342
Q353008.25
95-th percentile67107.85
Maximum70629
Range70628
Interquartile range (IQR)35360.5

Descriptive statistics

Standard deviation20393.53144
Coefficient of variation (CV)0.5775590871
Kurtosis-1.201611937
Mean35309.86162
Median Absolute Deviation (MAD)17680.5
Skewness-0.0002610777149
Sum1995148421
Variance415896124.7
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
20471< 0.1%
 
703271< 0.1%
 
621551< 0.1%
 
642021< 0.1%
 
580571< 0.1%
 
601041< 0.1%
 
375751< 0.1%
 
396221< 0.1%
 
355241< 0.1%
 
457631< 0.1%
 
Other values (56494)56494> 99.9%
 
ValueCountFrequency (%) 
11< 0.1%
 
51< 0.1%
 
61< 0.1%
 
71< 0.1%
 
91< 0.1%
 
ValueCountFrequency (%) 
706291< 0.1%
 
706271< 0.1%
 
706261< 0.1%
 
706241< 0.1%
 
706211< 0.1%
 

Current Loan Amount
Real number (ℝ≥0)

Distinct18718
Distinct (%)33.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16531110.15
Minimum11242
Maximum99999999
Zeros0
Zeros (%)0.0%
Memory size441.4 KiB

Quantile statistics

Minimum11242
5-th percentile78697.3
Q1191026
median327250
Q3569706.5
95-th percentile99999999
Maximum99999999
Range99988757
Interquartile range (IQR)378680.5

Descriptive statistics

Standard deviation36794308.67
Coefficient of variation (CV)2.225761509
Kurtosis1.340791018
Mean16531110.15
Median Absolute Deviation (MAD)165924
Skewness1.827727633
Sum9.34073848e+11
Variance1.35382115e+15
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
99999999919316.3%
 
22332219< 0.1%
 
26272416< 0.1%
 
11037415< 0.1%
 
17437215< 0.1%
 
22367415< 0.1%
 
21964814< 0.1%
 
21764614< 0.1%
 
21654613< 0.1%
 
21681013< 0.1%
 
Other values (18708)4717783.5%
 
ValueCountFrequency (%) 
112421< 0.1%
 
214502< 0.1%
 
214726< 0.1%
 
214941< 0.1%
 
215163< 0.1%
 
ValueCountFrequency (%) 
99999999919316.3%
 
7892502< 0.1%
 
7891843< 0.1%
 
7890968< 0.1%
 
7890306< 0.1%
 

Credit Score
Real number (ℝ≥0)

Distinct321
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1125.161174
Minimum585
Maximum7510
Zeros0
Zeros (%)0.0%
Memory size441.4 KiB

Quantile statistics

Minimum585
5-th percentile664
Q1708
median729
Q3742
95-th percentile6890
Maximum7510
Range6925
Interquartile range (IQR)34

Descriptive statistics

Standard deviation1560.583029
Coefficient of variation (CV)1.386986207
Kurtosis10.93415184
Mean1125.161174
Median Absolute Deviation (MAD)15
Skewness3.590480477
Sum63576107
Variance2435419.392
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
74714602.6%
 
74014322.5%
 
74614162.5%
 
74113812.4%
 
74213782.4%
 
73913182.3%
 
74512782.3%
 
74812712.2%
 
74312222.2%
 
73812032.1%
 
Other values (311)4314576.4%
 
ValueCountFrequency (%) 
5858< 0.1%
 
5865< 0.1%
 
5877< 0.1%
 
5888< 0.1%
 
5893< 0.1%
 
ValueCountFrequency (%) 
75108< 0.1%
 
750017< 0.1%
 
749015< 0.1%
 
7480380.1%
 
7470380.1%
 

Annual Income
Real number (ℝ≥0)

SKEWED

Distinct31718
Distinct (%)56.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1377067.953
Minimum81092
Maximum165557393
Zeros0
Zeros (%)0.0%
Memory size441.4 KiB

Quantile statistics

Minimum81092
5-th percentile521778
Q1848112.5
median1171882
Q31650211.75
95-th percentile2808105
Maximum165557393
Range165476301
Interquartile range (IQR)802099.25

Descriptive statistics

Standard deviation1144954.343
Coefficient of variation (CV)0.8314436044
Kurtosis7525.605284
Mean1377067.953
Median Absolute Deviation (MAD)380038
Skewness55.2850603
Sum7.780984764e+10
Variance1.310920447e+12
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
116257216< 0.1%
 
114000015< 0.1%
 
114661214< 0.1%
 
96947513< 0.1%
 
114376213< 0.1%
 
93119012< 0.1%
 
112848611< 0.1%
 
97337011< 0.1%
 
112632011< 0.1%
 
113943011< 0.1%
 
Other values (31708)5637799.8%
 
ValueCountFrequency (%) 
810921< 0.1%
 
948671< 0.1%
 
970331< 0.1%
 
1065331< 0.1%
 
1112451< 0.1%
 
ValueCountFrequency (%) 
1655573931< 0.1%
 
364754401< 0.1%
 
280953001< 0.1%
 
241615401< 0.1%
 
224488802< 0.1%
 

Years in current job
Real number (ℝ≥0)

ZEROS

Distinct11
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.630114682
Minimum0
Maximum10
Zeros3659
Zeros (%)6.5%
Memory size220.7 KiB

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q36
95-th percentile10
Maximum10
Range10
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.157234963
Coefficient of variation (CV)0.8697342203
Kurtosis-0.7757301789
Mean3.630114682
Median Absolute Deviation (MAD)1
Skewness0.7625970267
Sum205116
Variance9.96813261
MonotocityNot monotonic
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%) 
11998335.4%
 
252129.2%
 
346098.2%
 
1045768.1%
 
538526.8%
 
036596.5%
 
434276.1%
 
632065.7%
 
731595.6%
 
825844.6%
 
ValueCountFrequency (%) 
036596.5%
 
11998335.4%
 
252129.2%
 
346098.2%
 
434276.1%
 
ValueCountFrequency (%) 
1045768.1%
 
922374.0%
 
825844.6%
 
731595.6%
 
632065.7%
 

Monthly Debt
Real number (ℝ≥0)

Distinct46667
Distinct (%)82.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18438.89051
Minimum0
Maximum229057.92
Zeros42
Zeros (%)0.1%
Memory size441.4 KiB

Quantile statistics

Minimum0
5-th percentile3771.12
Q110188.37
median16172.99
Q323939.7625
95-th percentile40452.197
Maximum229057.92
Range229057.92
Interquartile range (IQR)13751.3925

Descriptive statistics

Standard deviation12132.89272
Coefficient of variation (CV)0.6580055732
Kurtosis9.896131914
Mean18438.89051
Median Absolute Deviation (MAD)6708.33
Skewness1.927606688
Sum1041871069
Variance147207085.7
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0420.1%
 
10647.986< 0.1%
 
13359.856< 0.1%
 
12656.476< 0.1%
 
145355< 0.1%
 
12907.085< 0.1%
 
13520.785< 0.1%
 
7538.825< 0.1%
 
15632.065< 0.1%
 
11233.755< 0.1%
 
Other values (46657)5641499.8%
 
ValueCountFrequency (%) 
0420.1%
 
19.571< 0.1%
 
28.51< 0.1%
 
34.962< 0.1%
 
52.631< 0.1%
 
ValueCountFrequency (%) 
229057.921< 0.1%
 
205801.351< 0.1%
 
173265.561< 0.1%
 
172156.151< 0.1%
 
165810.531< 0.1%
 

Years of Credit History
Real number (ℝ≥0)

Distinct496
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.27673262
Minimum3.8
Maximum70.5
Zeros0
Zeros (%)0.0%
Memory size441.4 KiB

Quantile statistics

Minimum3.8
5-th percentile9
Q113.5
median17
Q321.8
95-th percentile31.8
Maximum70.5
Range66.7
Interquartile range (IQR)8.3

Descriptive statistics

Standard deviation7.044508895
Coefficient of variation (CV)0.3854359005
Kurtosis1.760107442
Mean18.27673262
Median Absolute Deviation (MAD)4
Skewness1.076234182
Sum1032708.5
Variance49.62510558
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
167741.4%
 
157391.3%
 
176911.2%
 
16.56421.1%
 
146391.1%
 
15.46011.1%
 
135891.0%
 
17.55601.0%
 
185591.0%
 
14.55280.9%
 
Other values (486)5018288.8%
 
ValueCountFrequency (%) 
3.81< 0.1%
 
3.92< 0.1%
 
44< 0.1%
 
4.15< 0.1%
 
4.213< 0.1%
 
ValueCountFrequency (%) 
70.51< 0.1%
 
651< 0.1%
 
60.51< 0.1%
 
59.91< 0.1%
 
59.71< 0.1%
 

Number of Open Accounts
Real number (ℝ≥0)

Distinct50
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.14807801
Minimum1
Maximum76
Zeros0
Zeros (%)0.0%
Memory size441.4 KiB

Quantile statistics

Minimum1
5-th percentile5
Q18
median10
Q314
95-th percentile20
Maximum76
Range75
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.037188975
Coefficient of variation (CV)0.4518437142
Kurtosis3.434546278
Mean11.14807801
Median Absolute Deviation (MAD)3
Skewness1.212730089
Sum629911
Variance25.37327277
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
953189.4%
 
1050799.0%
 
849598.8%
 
1148858.6%
 
745708.1%
 
1242107.5%
 
638486.8%
 
1334796.2%
 
1429125.2%
 
526314.7%
 
Other values (40)1461325.9%
 
ValueCountFrequency (%) 
110< 0.1%
 
22600.5%
 
37581.3%
 
416042.8%
 
526314.7%
 
ValueCountFrequency (%) 
762< 0.1%
 
562< 0.1%
 
522< 0.1%
 
481< 0.1%
 
472< 0.1%
 

Number of Credit Problems
Real number (ℝ≥0)

ZEROS

Distinct14
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.164271556
Minimum0
Maximum15
Zeros48805
Zeros (%)86.4%
Memory size441.4 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum15
Range15
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4808645924
Coefficient of variation (CV)2.92725414
Kurtosis59.04587267
Mean0.164271556
Median Absolute Deviation (MAD)0
Skewness5.20706503
Sum9282
Variance0.2312307562
MonotocityNot monotonic
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%) 
04880586.4%
 
1666411.8%
 
27191.3%
 
31990.4%
 
4650.1%
 
5290.1%
 
68< 0.1%
 
77< 0.1%
 
83< 0.1%
 
151< 0.1%
 
Other values (4)4< 0.1%
 
ValueCountFrequency (%) 
04880586.4%
 
1666411.8%
 
27191.3%
 
31990.4%
 
4650.1%
 
ValueCountFrequency (%) 
151< 0.1%
 
121< 0.1%
 
111< 0.1%
 
101< 0.1%
 
91< 0.1%
 

Current Credit Balance
Real number (ℝ≥0)

Distinct27211
Distinct (%)48.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean295003.1523
Minimum0
Maximum32878968
Zeros332
Zeros (%)0.6%
Memory size441.4 KiB

Quantile statistics

Minimum0
5-th percentile30628
Q1113164
median211156.5
Q3368053.75
95-th percentile759613.35
Maximum32878968
Range32878968
Interquartile range (IQR)254889.75

Descriptive statistics

Standard deviation386236.9245
Coefficient of variation (CV)1.30926372
Kurtosis1023.610304
Mean295003.1523
Median Absolute Deviation (MAD)115206.5
Skewness17.86431526
Sum1.666885812e+10
Variance1.491789619e+11
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
03320.6%
 
13195511< 0.1%
 
12401310< 0.1%
 
13780710< 0.1%
 
7476510< 0.1%
 
11021910< 0.1%
 
17326110< 0.1%
 
10030110< 0.1%
 
11800910< 0.1%
 
15357710< 0.1%
 
Other values (27201)5608199.3%
 
ValueCountFrequency (%) 
03320.6%
 
193< 0.1%
 
386< 0.1%
 
573< 0.1%
 
761< 0.1%
 
ValueCountFrequency (%) 
328789681< 0.1%
 
129869561< 0.1%
 
127463971< 0.1%
 
117964351< 0.1%
 
113619241< 0.1%
 

Maximum Open Credit
Real number (ℝ≥0)

SKEWED

Distinct34890
Distinct (%)61.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean727374.6498
Minimum0
Maximum798255370
Zeros398
Zeros (%)0.7%
Memory size441.4 KiB

Quantile statistics

Minimum0
5-th percentile110619.3
Q1276386
median473924
Q3792203.5
95-th percentile1662845.8
Maximum798255370
Range798255370
Interquartile range (IQR)515817.5

Descriptive statistics

Standard deviation4396453.638
Coefficient of variation (CV)6.044276686
Kurtosis20536.39908
Mean727374.6498
Median Absolute Deviation (MAD)234454
Skewness125.8893154
Sum4.109957722e+10
Variance1.932880459e+13
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
03980.7%
 
1501949< 0.1%
 
2016309< 0.1%
 
3769928< 0.1%
 
1074048< 0.1%
 
2198028< 0.1%
 
1630648< 0.1%
 
1528128< 0.1%
 
3055808< 0.1%
 
2902468< 0.1%
 
Other values (34880)5603299.2%
 
ValueCountFrequency (%) 
03980.7%
 
43342< 0.1%
 
44441< 0.1%
 
64463< 0.1%
 
64682< 0.1%
 
ValueCountFrequency (%) 
7982553701< 0.1%
 
3800522881< 0.1%
 
2655128741< 0.1%
 
1922841581< 0.1%
 
1621871681< 0.1%
 

Bankruptcies
Real number (ℝ≥0)

ZEROS

Distinct9
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1148123978
Minimum0
Maximum7
Zeros50309
Zeros (%)89.0%
Memory size441.4 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum7
Range7
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3466747767
Coefficient of variation (CV)3.01948904
Kurtosis19.3620556
Mean0.1148123978
Median Absolute Deviation (MAD)0
Skewness3.557931492
Sum6487.359723
Variance0.1201834008
MonotocityNot monotonic
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%) 
05030989.0%
 
1578410.2%
 
22240.4%
 
0.11617150481150.2%
 
3540.1%
 
413< 0.1%
 
53< 0.1%
 
71< 0.1%
 
61< 0.1%
 
ValueCountFrequency (%) 
05030989.0%
 
0.11617150481150.2%
 
1578410.2%
 
22240.4%
 
3540.1%
 
ValueCountFrequency (%) 
71< 0.1%
 
61< 0.1%
 
53< 0.1%
 
413< 0.1%
 
3540.1%
 

Tax Liens
Real number (ℝ≥0)

ZEROS

Distinct13
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.02874339992
Minimum0
Maximum15
Zeros55424
Zeros (%)98.1%
Memory size441.4 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum15
Range15
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2584199928
Coefficient of variation (CV)8.990585441
Kurtosis489.7666231
Mean0.02874339992
Median Absolute Deviation (MAD)0
Skewness16.84323624
Sum1624.117069
Variance0.06678089269
MonotocityNot monotonic
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%) 
05542498.1%
 
17601.3%
 
22080.4%
 
3530.1%
 
4290.1%
 
510< 0.1%
 
76< 0.1%
 
66< 0.1%
 
0.029267256644< 0.1%
 
151< 0.1%
 
Other values (3)3< 0.1%
 
ValueCountFrequency (%) 
05542498.1%
 
0.029267256644< 0.1%
 
17601.3%
 
22080.4%
 
3530.1%
 
ValueCountFrequency (%) 
151< 0.1%
 
111< 0.1%
 
101< 0.1%
 
91< 0.1%
 
76< 0.1%
 
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size55.2 KiB
0
41127 
1
15377 
ValueCountFrequency (%) 
04112772.8%
 
11537727.2%
 
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size55.2 KiB
0
56386 
1
 
118
ValueCountFrequency (%) 
05638699.8%
 
11180.2%
 
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size55.2 KiB
0
51289 
1
5215 
ValueCountFrequency (%) 
05128990.8%
 
152159.2%
 
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size55.2 KiB
0
32709 
1
23795 
ValueCountFrequency (%) 
03270957.9%
 
12379542.1%
 
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size441.4 KiB
0
42736 
1
13768 
ValueCountFrequency (%) 
04273675.6%
 
11376824.4%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

Sample

First rows

df_indexCurrent Loan AmountCredit ScoreAnnual IncomeYears in current jobMonthly DebtYears of Credit HistoryNumber of Open AccountsNumber of Credit ProblemsCurrent Credit BalanceMaximum Open CreditBankruptciesTax LiensTerm_Long TermHome Ownership_HaveMortgageHome Ownership_Own HomeHome Ownership_RentLoan Status
059309432256.0685.0895945.0122473.3917.417.00.0451497.0557348.00.00.010001
138785172436.0697.01023891.0713054.5216.45.00.017233.028050.00.00.000010
243839773388.0709.01851113.0132008.7329.28.00.01515592.02321308.00.00.000000
313694324522.0691.01609680.0735010.3514.117.00.0330638.0539242.00.00.010000
42763799999999.0733.0507110.052823.0247.47.00.072181.097856.00.00.000000
549013137280.0748.0592800.0105982.3411.09.00.058748.0203654.00.00.000011
629378429308.0715.01942066.0630425.8414.713.00.0369702.0795696.00.00.010010
715153252.0714.01890690.0221900.3515.712.00.0891594.01081014.00.00.000011
86448999999999.0740.0768664.0617935.4316.515.00.0209931.0336182.00.00.000000
946915172722.0733.01212029.0112524.4216.118.00.090383.0118800.00.00.000011

Last rows

df_indexCurrent Loan AmountCredit ScoreAnnual IncomeYears in current jobMonthly DebtYears of Credit HistoryNumber of Open AccountsNumber of Credit ProblemsCurrent Credit BalanceMaximum Open CreditBankruptciesTax LiensTerm_Long TermHome Ownership_HaveMortgageHome Ownership_Own HomeHome Ownership_RentLoan Status
564944058169356.0691.0493848.049630.157.04.00.074537.076978.00.00.000011
564953342334554.0744.03544241.0746370.4514.614.00.0304380.02553914.00.00.000010
564966119685932.07180.0519498.059610.7714.77.00.0123253.0180422.00.00.000011
5649753496380930.0725.02225432.0117432.5012.612.01.0166383.0412544.01.00.000000
5649812069322212.0709.0779171.095161.9211.96.00.0106495.0206184.00.00.010010
5649959829557040.0731.01731888.0135936.6025.916.00.0636633.01486232.00.00.010001
5650084998406.0684.0660953.034742.4017.48.00.0153121.0244882.00.00.000011
5650170352334466.0701.01390648.0527581.1618.312.00.0220780.0289828.00.00.000010
5650228036186252.0736.01230060.0114043.0914.86.00.0178220.0383592.00.00.000100
5650362511171666.0745.01294869.0020070.659.024.00.0169860.0455246.00.00.000010